设计和实施一个新的物联网架构,用于多个平台之间的数据释放系统:智能离岸的案例
Bernard Marie Tabi Fouda1,2, Lei Wang1, Dezhi Han3
1Department of Internet of Things Engineering, College of Information Technology, Shanghai Jianqiao University, Shanghai 201306, China.
Sensors (Basel, Switzerland)
|September 19, 2025
概括
本研究介绍了一种新的物联网 (IoT) 架构,用于使用IEC60870-5-104协议的动态配置进行连续的离岸数据释放. 这种新的方法增强了对海上作业的数据采集和评估.
科学领域:
- 海洋工程 海洋工程
- 自动化和控制系统自动化和控制系统
- 数据科学数据科学数据科学
背景情况:
- 离岸运营越来越多地采用自动化和物联网 (IoT) 进行流程整合和改进数据管理.
- IEC60870-5-104 (IEC104) 协议促进了远程数据传输,这对于离岸环境至关重要.
- 现有系统在海洋平台之间持续,可靠的数据采集和发布方面面临挑战.
研究的目的:
- 开发一种新的物联网架构,用于在离岸平台之间持续获取,评估和发布数据.
- 实施动态配置 (DC) 方法,使用IEC104协议 (DC-IEC104) 进行增强数据发布.
- 在现实海洋应用中验证拟议的架构的有效性.
主要方法:
- 为海洋运营量身定制的新型物联网架构的设计和实施.
- 开发一种与IEC104协议 (DC-IEC104) 集成的动态配置 (DC) 方法.
- 分析结构模型和沟通过程,包括创建信息对象的设计表.
主要成果:
- 光电复合材料海底电缆信息的成功连续数据释放.
- 实现了数据发布的平均平均平方误差为3.78.
- 显示平均处理时间为1.083秒,用于数据评估和发布.
- 在准确性和速度方面表现优于三个替代数据发布方法.
结论:
- 拟议的DC-IEC104架构提供了一个有效的解决方案,用于在离岸作业中持续获取和释放数据.
- 新的物联网架构显著提高了海洋设施的数据管理效率和可靠性.
- 该系统与现有方法相比表现出卓越的性能,在离岸自动化方面提供了有前途的进步.
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